709 citations
- Institut National Polytechnique de ToulouseFR61 papers
- Institut de Recherche en Informatique de ToulouseFR52 papers
- Université de ToulouseFR43 papers
- Université Toulouse III - Paul SabatierFR32 papers
- Centre National de la Recherche ScientifiqueFR23 papers
- Institut Polytechnique de BordeauxFR20 papers
- Université Toulouse-I-CapitoleFR20 papers
- Université Toulouse - Jean JaurèsFR20 papers
- Université Fédérale de Toulouse Midi-PyrénéesFR13 papers
- Laboratoire Plasma et Conversion d'EnergieFR12 papers
- TéSAFR11 papers
- Université Paris-SaclayFR7 papers
78 papers
Automatic Extraction of Structured Information from Brain MRI Reports Using an Open-Weight Large Language Model
Kaouther Mouheb, Amos Pomp, Antoine Manenti +9
Objectives: Automatic data extraction from free-text radiology reports enables large-scale research, but few studies assessed the performance of large language models (LLMs) on Dut…
On the instability of local learning algorithms: Q-learning can fail in infinite state spaces
Urtzi Ayesta, Sergey Foss, Matthieu Jonckheere +1
We investigate the challenges of applying model-free reinforcement learning algorithms, like online Q-learning, to infinite state space Markov Decision Processes (MDPs). We first i…
Data-Driven Control Of Power Converters
Marwan Soliman, Pauline Kergus, Diego Regruto +2
The fundamental role of power converters is to efficiently manage and control the flow of electrical energy, ensuring compatibility between power sources and loads. All these appli…
Theoretical study of the ECRIPAC accelerator concept
Andrea Cernuschi, Thomas Thuillier, Laurent Garrigues
The Electron Cyclotron Resonance Ion Plasma ACcelerator (ECRIPAC) is an original concept for a plasma-based particle accelerator able to generate pulsed ion beams with adjustable e…
Milestone toward an ECRIPAC accelerator demonstrator
Andrea Cernuschi, Thomas Thuillier, Laurent Garrigues
The Electron Cyclotron Resonance Ion Plasma ACcelerator (ECRIPAC) is an original accelerator concept proposed in the nineties for the generation of highly energetic pulsed ion beam…
Determined Blind Source Separation with Sinkhorn Divergence-based Optimal Allocation of the Source Power
Jianyu Wang, Shanzheng Guan, Nicolas Dobigeon +1
Blind source separation (BSS) refers to the process of recovering multiple source signals from observations recorded by an array of sensors. Common approaches to BSS, including ind…